Global exponential stabilization and lag synchronization control of inertial neural networks with time delays.

Neural Networks, Computer Time Factors
Inertial neural networks (INNs) Lag synchronization Stabilization Time delays

Journal

Neural networks : the official journal of the International Neural Network Society
ISSN: 1879-2782
Titre abrégé: Neural Netw
Pays: United States
ID NLM: 8805018

Informations de publication

Date de publication:
Jun 2020
Historique:
received: 20 08 2019
revised: 03 03 2020
accepted: 05 03 2020
pubmed: 17 3 2020
medline: 20 9 2020
entrez: 16 3 2020
Statut: ppublish

Résumé

The global exponential stabilization and lag synchronization control of delayed inertial neural networks (INNs) are investigated. By constructing nonnegative function and employing inequality techniques, several new results about exponential stabilization and exponential lag synchronization are derived via adaptive control. And the theoretical outcomes are developed directly from the INNs themselves without variable substitution. In addition, the synchronization results are also applied to image encryption and decryption. Finally, an example is presented to illustrate the validity of the derived results.

Identifiants

DOI: 10.1016/j.neunet.2020.03.006 PMID: 32172041
pubmed: 32172041
pii: S0893-6080(20)30083-6
doi: 10.1016/j.neunet.2020.03.006
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

11-20

Informations de copyright

Copyright © 2020 Elsevier Ltd. All rights reserved.

Auteurs

Jichen Shi (J)

School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China; Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Wuhan 430074, China.

Zhigang Zeng (Z)

School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China; Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Wuhan 430074, China. Electronic address: zgzeng@hust.edu.cn.

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Classifications MeSH

questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Réseaux neuronaux (ordinateur) › Global exponential stabilization and lag...
questionsmedicales.fr › Phénomènes physiques › Temps › Facteurs temps › Global exponential stabilization and lag...